Run
8749335

Run 8749335

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 30-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1840
mlr.classif.ranger(9)_mtry9
mlr.classif.ranger(9)_min.node.size154
mlr.classif.ranger(9)_sample.fraction0.132971953903325
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9956
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9178
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1136
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1973.1068
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0734
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1156
Cross-validation details (10-fold Crossvalidation)
Number of instances
14395
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9427
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9422
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9422
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6354
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1646
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6847
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1724.2862
UserCPU time millis
71.601
UserCPU time millis testing
5.377
UserCPU time millis training
66.224